Update spaCy pipeline

Browse files

Files changed (14) hide show

README.md +21 -21
accuracy.json +153 -158
config.cfg +54 -26
de_dep_news_trf-any-py3-none-any.whl +2 -2
lemmatizer/cfg +449 -431
lemmatizer/model +2 -2
lemmatizer/trees +0 -0
meta.json +158 -163
morphologizer/model +2 -2
parser/model +2 -2
tagger/model +2 -2
transformer/cfg +1 -1
transformer/model +2 -2
vocab/strings.json +2 -2

README.md CHANGED Viewed

@@ -14,59 +14,59 @@ model-index:
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9905775076
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9914628183
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.9700866279
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9872611465
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.9592566441
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.9484326996
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.9797854785
 ---
 ### Details: https://spacy.io/models/de#de_dep_news_trf
-German transformer pipeline (bert-base-german-cased). Components: transformer, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer).
 | Feature | Description |
 | --- | --- |
 | **Name** | `de_dep_news_trf` |
-| **Version** | `3.6.1` |
-| **spaCy** | `>=3.6.0,<3.7.0` |
 | **Default Pipeline** | `transformer`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler` |
 | **Components** | `transformer`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -96,15 +96,15 @@ German transformer pipeline (bert-base-german-cased). Components: transformer, t
 | `TOKEN_P` | 99.92 |
 | `TOKEN_R` | 99.90 |
 | `TOKEN_F` | 99.91 |
-| `TAG_ACC` | 99.06 |
-| `POS_ACC` | 99.15 |
 | `MORPH_ACC` | 97.01 |
-| `MORPH_MICRO_P` | 98.86 |
-| `MORPH_MICRO_R` | 98.84 |
-| `MORPH_MICRO_F` | 98.85 |
-| `SENTS_P` | 97.80 |
-| `SENTS_R` | 98.16 |
-| `SENTS_F` | 97.98 |
-| `DEP_UAS` | 95.93 |
-| `DEP_LAS` | 94.84 |
-| `LEMMA_ACC` | 98.73 |

     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
+      value: 0.9907095376
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
+      value: 0.9917734358
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
+      value: 0.9700601968
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
+      value: 0.9872479319
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
+      value: 0.958309546
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
+      value: 0.9473953052
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
+      value: 0.9789517128
 ---
 ### Details: https://spacy.io/models/de#de_dep_news_trf
+German transformer pipeline (Transformer(name='bert-base-german-cased', piece_encoder='bert-wordpiece', stride=136, type='bert', width=768, window=176, vocab_size=30000)). Components: transformer, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer).
 | Feature | Description |
 | --- | --- |
 | **Name** | `de_dep_news_trf` |
+| **Version** | `3.7.2` |
+| **spaCy** | `>=3.7.0,<3.8.0` |
 | **Default Pipeline** | `transformer`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler` |
 | **Components** | `transformer`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
 | `TOKEN_P` | 99.92 |
 | `TOKEN_R` | 99.90 |
 | `TOKEN_F` | 99.91 |
+| `TAG_ACC` | 99.07 |
+| `POS_ACC` | 99.18 |
 | `MORPH_ACC` | 97.01 |
+| `MORPH_MICRO_P` | 98.85 |
+| `MORPH_MICRO_R` | 98.87 |
+| `MORPH_MICRO_F` | 98.86 |
+| `SENTS_P` | 97.75 |
+| `SENTS_R` | 98.04 |
+| `SENTS_F` | 97.90 |
+| `DEP_UAS` | 95.83 |
+| `DEP_LAS` | 94.74 |
+| `LEMMA_ACC` | 98.72 |

accuracy.json CHANGED Viewed

@@ -3,67 +3,67 @@
   "token_p": 0.9991808044,
   "token_r": 0.9990356034,
   "token_f": 0.9991081986,
-  "tag_acc": 0.9905775076,
-  "pos_acc": 0.9914628183,
-  "morph_acc": 0.9700866279,
-  "morph_micro_p": 0.9886266605,
-  "morph_micro_r": 0.9884199706,
-  "morph_micro_f": 0.9885233048,
   "morph_per_feat": {
     "Case": {
-      "p": 0.9763482571,
-      "r": 0.9779552629,
-      "f": 0.9771510993
     },
     "Definite": {
-      "p": 0.9996579637,
-      "r": 1.0,
-      "f": 0.9998289526
     },
     "Gender": {
-      "p": 0.9848792598,
-      "r": 0.9853240009,
-      "f": 0.9851015801
     },
     "Number": {
-      "p": 0.9918825162,
-      "r": 0.9934908501,
-      "f": 0.9926860317
     },
     "PronType": {
-      "p": 0.9982142857,
       "r": 0.9971620855,
-      "f": 0.9976879082
     },
     "Degree": {
-      "p": 0.9956001408,
-      "r": 0.9874323617,
-      "f": 0.9914994304
     },
     "VerbForm": {
-      "p": 0.9950717806,
-      "r": 0.9973155804,
-      "f": 0.996192417
     },
     "Mood": {
-      "p": 0.9897197811,
-      "r": 0.9897197811,
-      "f": 0.9897197811
     },
     "Person": {
-      "p": 0.9991712707,
-      "r": 0.9991712707,
-      "f": 0.9991712707
     },
     "Tense": {
-      "p": 0.9973382133,
-      "r": 0.9973382133,
-      "f": 0.9973382133
     },
     "Reflex": {
-      "p": 0.9976359338,
-      "r": 1.0,
-      "f": 0.998816568
     },
     "Poss": {
       "p": 1.0,
@@ -71,66 +71,66 @@
       "f": 1.0
     },
     "Foreign": {
-      "p": 0.7647058824,
-      "r": 0.1959798995,
-      "f": 0.312
     }
   },
-  "sents_p": 0.9779699403,
-  "sents_r": 0.9816077702,
-  "sents_f": 0.9797854785,
-  "dep_uas": 0.9592566441,
-  "dep_las": 0.9484326996,
   "dep_las_per_type": {
     "cp": {
-      "p": 0.9908256881,
-      "r": 0.987202925,
-      "f": 0.989010989
     },
     "nk": {
-      "p": 0.9891317621,
-      "r": 0.9895748493,
-      "f": 0.9893532561
     },
     "sb": {
-      "p": 0.9767034507,
-      "r": 0.9780740221,
-      "f": 0.9773882559
     },
     "ag": {
-      "p": 0.9764125069,
-      "r": 0.9839690437,
-      "f": 0.9801762115
     },
     "mnr": {
-      "p": 0.8712352684,
-      "r": 0.8390079865,
-      "f": 0.8548179872
     },
     "mo": {
-      "p": 0.86918429,
-      "r": 0.8730528019,
-      "f": 0.8711142511
     },
     "oc": {
-      "p": 0.9640071986,
-      "r": 0.9674894642,
-      "f": 0.9657451923
     },
     "root": {
-      "p": 0.9857936998,
-      "r": 0.9894606324,
-      "f": 0.9876237624
     },
     "rc": {
-      "p": 0.8392857143,
-      "r": 0.8430493274,
-      "f": 0.841163311
     },
     "op": {
-      "p": 0.8259629101,
-      "r": 0.8628912072,
-      "f": 0.8440233236
     },
     "pm": {
       "p": 1.0,
@@ -138,84 +138,89 @@
       "f": 1.0
     },
     "nmc": {
-      "p": 0.9888178914,
-      "r": 0.9778830964,
-      "f": 0.9833200953
     },
     "oa": {
-      "p": 0.9628411707,
       "r": 0.9656992084,
-      "f": 0.9642680718
     },
     "pd": {
-      "p": 0.9203125,
-      "r": 0.8661764706,
-      "f": 0.8924242424
     },
     "ep": {
-      "p": 0.9453125,
-      "r": 0.9097744361,
-      "f": 0.9272030651
     },
     "cd": {
-      "p": 0.9356499356,
-      "r": 0.9392764858,
-      "f": 0.9374597034
     },
     "cj": {
-      "p": 0.9112627986,
       "r": 0.9215976331,
-      "f": 0.9164010787
     },
     "par": {
-      "p": 0.5279503106,
-      "r": 0.4166666667,
-      "f": 0.4657534247
     },
     "svp": {
-      "p": 0.9766990291,
-      "r": 0.9673076923,
-      "f": 0.9719806763
     },
     "pg": {
-      "p": 0.9220779221,
-      "r": 0.9044585987,
-      "f": 0.9131832797
     },
     "da": {
-      "p": 0.9153439153,
-      "r": 0.8804071247,
-      "f": 0.897535668
     },
     "app": {
-      "p": 0.81,
-      "r": 0.8181818182,
-      "f": 0.8140703518
     },
     "ac": {
-      "p": 0.9565217391,
-      "r": 0.9401709402,
-      "f": 0.9482758621
     },
     "pnc": {
-      "p": 0.9025710419,
-      "r": 0.8662337662,
-      "f": 0.8840291584
     },
     "ju": {
-      "p": 0.93,
-      "r": 0.9393939394,
-      "f": 0.9346733668
     },
     "ng": {
-      "p": 0.8839050132,
-      "r": 0.8909574468,
-      "f": 0.8874172185
     },
     "re": {
-      "p": 0.8224852071,
-      "r": 0.8273809524,
-      "f": 0.824925816
     },
     "dep": {
       "p": 0.0,
@@ -223,44 +228,39 @@
       "f": 0.0
     },
     "cm": {
-      "p": 0.9661835749,
-      "r": 0.9615384615,
-      "f": 0.9638554217
     },
     "cc": {
-      "p": 0.7759562842,
-      "r": 0.7135678392,
-      "f": 0.7434554974
     },
     "sbp": {
-      "p": 0.9734513274,
-      "r": 0.9482758621,
-      "f": 0.96069869
     },
     "uc": {
-      "p": 0.7619047619,
-      "r": 0.5333333333,
-      "f": 0.6274509804
     },
     "cvc": {
-      "p": 0.8157894737,
       "r": 0.7848101266,
-      "f": 0.8
     },
     "ams": {
-      "p": 0.75,
-      "r": 0.8823529412,
-      "f": 0.8108108108
-    },
-    "rs": {
-      "p": 0.7777777778,
-      "r": 0.4516129032,
-      "f": 0.5714285714
     },
     "ph": {
-      "p": 0.8333333333,
-      "r": 0.7142857143,
-      "f": 0.7692307692
     },
     "dm": {
       "p": 1.0,
@@ -278,21 +278,16 @@
       "f": 0.0
     },
     "og": {
-      "p": 0.4166666667,
       "r": 0.7142857143,
-      "f": 0.5263157895
-    },
-    "avc": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
     },
     "adc": {
-      "p": 0.75,
       "r": 1.0,
-      "f": 0.8571428571
     }
   },
-  "lemma_acc": 0.9872611465,
-  "speed": 2933.9454548672
 }

   "token_p": 0.9991808044,
   "token_r": 0.9990356034,
   "token_f": 0.9991081986,
+  "tag_acc": 0.9907095376,
+  "pos_acc": 0.9917734358,
+  "morph_acc": 0.9700601968,
+  "morph_micro_p": 0.9885202304,
+  "morph_micro_r": 0.9886522681,
+  "morph_micro_f": 0.9885862448,
   "morph_per_feat": {
     "Case": {
+      "p": 0.9765625,
+      "r": 0.9781171582,
+      "f": 0.9773392108
     },
     "Definite": {
+      "p": 0.9997719238,
+      "r": 0.9998859489,
+      "f": 0.9998289331
     },
     "Gender": {
+      "p": 0.9843639949,
+      "r": 0.986114247,
+      "f": 0.9852383436
     },
     "Number": {
+      "p": 0.9916774552,
+      "r": 0.9936529998,
+      "f": 0.9926642446
     },
     "PronType": {
+      "p": 0.9983763598,
       "r": 0.9971620855,
+      "f": 0.9977688532
     },
     "Degree": {
+      "p": 0.9952523299,
+      "r": 0.9879560133,
+      "f": 0.9915907498
     },
     "VerbForm": {
+      "p": 0.9949646454,
+      "r": 0.9972082036,
+      "f": 0.9960851612
     },
     "Mood": {
+      "p": 0.9903862092,
+      "r": 0.990714641,
+      "f": 0.9905503979
     },
     "Person": {
+      "p": 0.998619166,
+      "r": 0.9988950276,
+      "f": 0.9987570778
     },
     "Tense": {
+      "p": 0.9966744263,
+      "r": 0.9971718516,
+      "f": 0.9969230769
     },
     "Reflex": {
+      "p": 0.9976303318,
+      "r": 0.9976303318,
+      "f": 0.9976303318
     },
     "Poss": {
       "p": 1.0,
       "f": 1.0
     },
     "Foreign": {
+      "p": 0.8333333333,
+      "r": 0.175879397,
+      "f": 0.2904564315
     }
   },
+  "sents_p": 0.9775396662,
+  "sents_r": 0.9803678446,
+  "sents_f": 0.9789517128,
+  "dep_uas": 0.958309546,
+  "dep_las": 0.9473953052,
   "dep_las_per_type": {
     "cp": {
+      "p": 0.9853479853,
+      "r": 0.9835466179,
+      "f": 0.9844464776
     },
     "nk": {
+      "p": 0.9890901689,
+      "r": 0.9894526796,
+      "f": 0.9892713911
     },
     "sb": {
+      "p": 0.9754299754,
+      "r": 0.9749166813,
+      "f": 0.9751732608
     },
     "ag": {
+      "p": 0.9763346175,
+      "r": 0.9806522941,
+      "f": 0.9784886928
     },
     "mnr": {
+      "p": 0.8643410853,
+      "r": 0.8436317781,
+      "f": 0.8538608807
     },
     "mo": {
+      "p": 0.8667875857,
+      "r": 0.8701193607,
+      "f": 0.8684502776
     },
     "oc": {
+      "p": 0.9654965497,
+      "r": 0.9686935581,
+      "f": 0.9670924117
     },
     "root": {
+      "p": 0.9857790602,
+      "r": 0.988427361,
+      "f": 0.9871014343
     },
     "rc": {
+      "p": 0.8258928571,
+      "r": 0.8295964126,
+      "f": 0.8277404922
     },
     "op": {
+      "p": 0.8216833096,
+      "r": 0.8584202683,
+      "f": 0.8396501458
     },
     "pm": {
       "p": 1.0,
       "f": 1.0
     },
     "nmc": {
+      "p": 0.9857369255,
+      "r": 0.9826224329,
+      "f": 0.9841772152
     },
     "oa": {
+      "p": 0.9581151832,
       "r": 0.9656992084,
+      "f": 0.961892247
     },
     "pd": {
+      "p": 0.9106317411,
+      "r": 0.8691176471,
+      "f": 0.8893905192
     },
     "ep": {
+      "p": 0.9323308271,
+      "r": 0.9323308271,
+      "f": 0.9323308271
     },
     "cd": {
+      "p": 0.9385908209,
+      "r": 0.9379844961,
+      "f": 0.9382875606
     },
     "cj": {
+      "p": 0.9175257732,
       "r": 0.9215976331,
+      "f": 0.9195571956
     },
     "par": {
+      "p": 0.5632911392,
+      "r": 0.4362745098,
+      "f": 0.4917127072
     },
     "svp": {
+      "p": 0.9763779528,
+      "r": 0.9538461538,
+      "f": 0.9649805447
     },
     "pg": {
+      "p": 0.9185667752,
+      "r": 0.898089172,
+      "f": 0.9082125604
     },
     "da": {
+      "p": 0.9189189189,
+      "r": 0.8651399491,
+      "f": 0.8912188729
     },
     "app": {
+      "p": 0.8361204013,
+      "r": 0.8417508418,
+      "f": 0.8389261745
     },
     "ac": {
+      "p": 0.9732142857,
+      "r": 0.9316239316,
+      "f": 0.9519650655
+    },
+    "rs": {
+      "p": 0.6842105263,
+      "r": 0.4193548387,
+      "f": 0.52
     },
     "pnc": {
+      "p": 0.8959459459,
+      "r": 0.861038961,
+      "f": 0.8781456954
     },
     "ju": {
+      "p": 0.9215686275,
+      "r": 0.9494949495,
+      "f": 0.9353233831
     },
     "ng": {
+      "p": 0.8759894459,
+      "r": 0.8829787234,
+      "f": 0.8794701987
     },
     "re": {
+      "p": 0.8303030303,
+      "r": 0.8154761905,
+      "f": 0.8228228228
     },
     "dep": {
       "p": 0.0,
       "f": 0.0
     },
     "cm": {
+      "p": 0.9428571429,
+      "r": 0.9519230769,
+      "f": 0.9473684211
     },
     "cc": {
+      "p": 0.7700534759,
+      "r": 0.7236180905,
+      "f": 0.7461139896
     },
     "sbp": {
+      "p": 0.9380530973,
+      "r": 0.9137931034,
+      "f": 0.9257641921
     },
     "uc": {
+      "p": 0.8666666667,
+      "r": 0.4333333333,
+      "f": 0.5777777778
     },
     "cvc": {
+      "p": 0.8378378378,
       "r": 0.7848101266,
+      "f": 0.8104575163
     },
     "ams": {
+      "p": 0.7625,
+      "r": 0.8970588235,
+      "f": 0.8243243243
     },
     "ph": {
+      "p": 0.8571428571,
+      "r": 0.8571428571,
+      "f": 0.8571428571
     },
     "dm": {
       "p": 1.0,
       "f": 0.0
     },
     "og": {
+      "p": 0.4545454545,
       "r": 0.7142857143,
+      "f": 0.5555555556
     },
     "adc": {
+      "p": 0.6,
       "r": 1.0,
+      "f": 0.75
     }
   },
+  "lemma_acc": 0.9872479319,
+  "speed": 2451.8342899914
 }

config.cfg CHANGED Viewed

@@ -17,6 +17,7 @@ after_creation = null
 after_pipeline_creation = null
 batch_size = 64
 tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 [components]
@@ -39,10 +40,11 @@ nO = null
 normalize = false
 [components.lemmatizer.model.tok2vec]
-@architectures = "spacy-transformers.TransformerListener.v1"
-grad_factor = 1.0
 upstream = "transformer"
 pooling = {"@layers":"reduce_mean.v1"}
 [components.morphologizer]
 factory = "morphologizer"
@@ -57,10 +59,11 @@ nO = null
 normalize = false
 [components.morphologizer.model.tok2vec]
-@architectures = "spacy-transformers.TransformerListener.v1"
-grad_factor = 1.0
 upstream = "transformer"
 pooling = {"@layers":"reduce_mean.v1"}
 [components.parser]
 factory = "parser"
@@ -80,10 +83,11 @@ use_upper = false
 nO = null
 [components.parser.model.tok2vec]
-@architectures = "spacy-transformers.TransformerListener.v1"
-grad_factor = 1.0
 upstream = "transformer"
 pooling = {"@layers":"reduce_mean.v1"}
 [components.tagger]
 factory = "tagger"
@@ -98,32 +102,44 @@ nO = null
 normalize = false
 [components.tagger.model.tok2vec]
-@architectures = "spacy-transformers.TransformerListener.v1"
-grad_factor = 1.0
 upstream = "transformer"
 pooling = {"@layers":"reduce_mean.v1"}
 [components.transformer]
-factory = "transformer"
-max_batch_items = 4096
-set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
 [components.transformer.model]
-name = "bert-base-german-cased"
-@architectures = "spacy-transformers.TransformerModel.v3"
 mixed_precision = false
-[components.transformer.model.get_spans]
-@span_getters = "spacy-transformers.strided_spans.v1"
-window = 128
-stride = 96
 [components.transformer.model.grad_scaler_config]
-[components.transformer.model.tokenizer_config]
-use_fast = true
-[components.transformer.model.transformer_config]
 [corpora]
@@ -160,11 +176,11 @@ annotating_components = []
 before_update = null
 [training.batcher]
-@batchers = "spacy.batch_by_padded.v1"
-discard_oversize = true
-get_length = null
 size = 2000
-buffer = 256
 [training.logger]
 @loggers = "spacy.ConsoleLogger.v1"
@@ -242,6 +258,18 @@ require = false
 path = "corpus/labels/tagger.json"
 require = false
 [initialize.lookups]
 @misc = "spacy.LookupsDataLoader.v1"
 lang = ${nlp.lang}

 after_pipeline_creation = null
 batch_size = 64
 tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
 [components]
 normalize = false
 [components.lemmatizer.model.tok2vec]
+@architectures = "spacy-curated-transformers.LastTransformerLayerListener.v1"
+width = ${components.transformer.model.hidden_width}
 upstream = "transformer"
 pooling = {"@layers":"reduce_mean.v1"}
+grad_factor = 1.0
 [components.morphologizer]
 factory = "morphologizer"
 normalize = false
 [components.morphologizer.model.tok2vec]
+@architectures = "spacy-curated-transformers.LastTransformerLayerListener.v1"
+width = ${components.transformer.model.hidden_width}
 upstream = "transformer"
 pooling = {"@layers":"reduce_mean.v1"}
+grad_factor = 1.0
 [components.parser]
 factory = "parser"
 nO = null
 [components.parser.model.tok2vec]
+@architectures = "spacy-curated-transformers.LastTransformerLayerListener.v1"
+width = ${components.transformer.model.hidden_width}
 upstream = "transformer"
 pooling = {"@layers":"reduce_mean.v1"}
+grad_factor = 1.0
 [components.tagger]
 factory = "tagger"
 normalize = false
 [components.tagger.model.tok2vec]
+@architectures = "spacy-curated-transformers.LastTransformerLayerListener.v1"
+width = ${components.transformer.model.hidden_width}
 upstream = "transformer"
 pooling = {"@layers":"reduce_mean.v1"}
+grad_factor = 1.0
 [components.transformer]
+factory = "curated_transformer"
+all_layer_outputs = false
+frozen = false
 [components.transformer.model]
+@architectures = "spacy-curated-transformers.BertTransformer.v1"
+vocab_size = 30000
+hidden_width = 768
+piece_encoder = {"@architectures":"spacy-curated-transformers.BertWordpieceEncoder.v1"}
+attention_probs_dropout_prob = 0.1
+hidden_act = "gelu"
+hidden_dropout_prob = 0.1
+intermediate_width = 3072
+layer_norm_eps = 0.0
+max_position_embeddings = 512
+model_max_length = 512
+num_attention_heads = 12
+num_hidden_layers = 12
+padding_idx = 0
+type_vocab_size = 2
+torchscript = false
 mixed_precision = false
+wrapped_listener = null
 [components.transformer.model.grad_scaler_config]
+[components.transformer.model.with_spans]
+@architectures = "spacy-curated-transformers.WithStridedSpans.v1"
+stride = 136
+window = 176
+batch_size = 384
 [corpora]
 before_update = null
 [training.batcher]
+@batchers = "spacy.batch_by_words.v1"
+discard_oversize = false
 size = 2000
+tolerance = 0.2
+get_length = null
 [training.logger]
 @loggers = "spacy.ConsoleLogger.v1"
 path = "corpus/labels/tagger.json"
 require = false
+[initialize.components.transformer]
+[initialize.components.transformer.encoder_loader]
+@model_loaders = "spacy-curated-transformers.HFTransformerEncoderLoader.v1"
+name = "bert-base-german-cased"
+revision = "main"
+[initialize.components.transformer.piecer_loader]
+@model_loaders = "spacy-curated-transformers.HFPieceEncoderLoader.v1"
+name = "bert-base-german-cased"
+revision = "main"
 [initialize.lookups]
 @misc = "spacy.LookupsDataLoader.v1"
 lang = ${nlp.lang}

de_dep_news_trf-any-py3-none-any.whl CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e7a018eb23ae715bbb44ae42f533d31a8f5083c13762899ba2d4b7ef424ad5d0
-size 412822128

 version https://git-lfs.github.com/spec/v1
+oid sha256:3fb898b58c3647aa157e8b3ceb7acb43499f27e6d2f8a23f4c130f9c3de32cd4
+size 410451513

lemmatizer/cfg CHANGED Viewed

@@ -56,203 +56,204 @@
     113,
     115,
     117,
-    118,
     119,
     121,
-    124,
     126,
-    127,
     128,
     130,
     133,
     135,
-    138,
     140,
-    142,
-    144,
     145,
-    146,
-    147,
-    149,
-    151,
-    153,
     155,
-    157,
-    159,
     161,
     163,
-    165,
     166,
     170,
     171,
     173,
     175,
     178,
     180,
     182,
     184,
     186,
-    187,
-    188,
     190,
     192,
-    193,
-    195,
     197,
-    199,
     200,
-    201,
-    203,
     207,
     208,
-    210,
-    212,
     215,
     216,
-    217,
     218,
     220,
-    222,
     224,
     227,
-    230,
-    234,
-    237,
     239,
-    240,
     242,
     244,
     245,
-    247,
-    249,
     250,
     252,
-    254,
-    255,
     257,
     260,
-    263,
     264,
     266,
-    267,
-    269,
     271,
     272,
     273,
     275,
-    276,
     278,
     281,
     282,
     283,
-    285,
-    287,
     288,
     290,
     291,
-    292,
     293,
     296,
     297,
-    298,
     299,
-    301,
-    302,
     303,
     304,
-    305,
     307,
     308,
-    311,
     314,
-    316,
     317,
     319,
     320,
     321,
-    322,
     323,
-    324,
     326,
     329,
-    334,
-    335,
     339,
-    341,
-    342,
-    344,
     345,
-    347,
     352,
     354,
-    355,
-    357,
     359,
     362,
     363,
-    364,
     365,
-    366,
     367,
     370,
-    372,
-    375,
     377,
-    378,
     379,
-    380,
-    381,
     383,
     384,
     385,
-    386,
     388,
-    389,
     391,
     393,
-    394,
     395,
     396,
-    397,
     400,
     402,
     404,
-    405,
     409,
-    410,
     411,
     412,
-    415,
     418,
-    420,
-    421,
     422,
-    423,
-    424,
     427,
     430,
     431,
-    432,
-    433,
-    435,
     437,
     439,
     440,
-    441,
     442,
     443,
     444,
     445,
-    448,
     449,
-    451,
     452,
     453,
-    456,
     457,
     458,
-    463,
-    465,
     466,
     468,
     471,
@@ -262,25 +263,24 @@
     477,
     478,
     479,
-    481,
     482,
     483,
     484,
-    485,
     486,
-    487,
-    488,
     489,
     490,
-    492,
     495,
-    496,
-    499,
-    500,
     501,
     504,
     507,
-    509,
     510,
     511,
     512,
@@ -288,89 +288,88 @@
     514,
     515,
     516,
-    517,
     519,
-    520,
     521,
-    524,
     526,
     527,
     530,
-    532,
     533,
-    535,
-    537,
     543,
     546,
-    547,
-    549,
-    552,
-    555,
-    559,
     560,
-    561,
-    562,
     564,
-    565,
-    566,
-    569,
-    570,
     571,
-    572,
-    573,
     574,
-    575,
-    578,
-    579,
     580,
-    581,
-    584,
     587,
-    589,
     590,
     592,
     594,
     595,
     596,
     597,
-    598,
     599,
     600,
     602,
-    603,
     607,
     608,
-    609,
-    612,
-    614,
     616,
     617,
-    619,
     620,
     621,
-    623,
     624,
     625,
     626,
     627,
-    629,
     630,
     631,
     633,
     634,
-    637,
     638,
     640,
     644,
     645,
     647,
-    648,
-    650,
     652,
     654,
     656,
     657,
-    658,
     659,
     660,
     661,
@@ -380,49 +379,49 @@
     667,
     671,
     672,
-    677,
     678,
     679,
-    682,
-    684,
     685,
-    687,
-    689,
-    691,
     692,
-    694,
     695,
     696,
     697,
     698,
-    700,
     701,
     702,
-    703,
     704,
     706,
-    707,
-    708,
     709,
     710,
     711,
-    712,
     714,
-    534,
-    719,
-    720,
     721,
     722,
-    726,
-    727,
-    728,
     731,
     732,
     733,
     734,
     735,
     737,
-    738,
     741,
     742,
     743,
@@ -430,127 +429,121 @@
     745,
     746,
     747,
-    748,
     749,
-    750,
     753,
     754,
-    756,
-    757,
     758,
-    759,
     761,
-    764,
-    766,
     768,
-    769,
     770,
     772,
     775,
     777,
-    778,
-    779,
     780,
-    781,
     782,
     784,
-    787,
-    789,
-    792,
-    795,
     796,
-    798,
     799,
     800,
     804,
-    805,
-    807,
     808,
-    810,
     812,
     816,
     820,
-    823,
-    826,
     827,
     832,
-    833,
-    836,
     837,
-    839,
     841,
     842,
-    843,
     844,
-    845,
     846,
-    851,
     852,
     853,
     854,
     858,
     859,
     860,
-    861,
     863,
-    864,
-    867,
     870,
     871,
-    872,
     873,
-    876,
-    878,
     879,
     880,
     881,
     883,
-    884,
     885,
-    889,
-    890,
     891,
     892,
     893,
     894,
     899,
-    901,
-    902,
-    903,
     904,
-    905,
     906,
-    909,
     910,
     912,
-    913,
     916,
     917,
-    918,
-    920,
     922,
     923,
     924,
-    925,
     927,
     928,
-    929,
     930,
-    931,
-    933,
     935,
     937,
-    938,
-    939,
     942,
     943,
     945,
     946,
-    774,
     947,
     948,
     951,
-    952,
     953,
     954,
     955,
@@ -559,224 +552,226 @@
     958,
     959,
     960,
     962,
-    964,
     965,
     966,
     967,
-    968,
-    969,
     972,
     973,
     974,
-    975,
     978,
     979,
-    980,
-    982,
     984,
     985,
-    986,
     987,
     989,
-    991,
     992,
     994,
-    995,
-    997,
     998,
     1000,
     1002,
     1004,
-    1005,
     1006,
     1007,
     1008,
     1010,
-    1011,
     1012,
     1013,
     1014,
-    1016,
     1017,
     1018,
     1019,
     1020,
-    1023,
-    1024,
     1026,
-    1027,
-    1030,
-    1031,
     1032,
-    1034,
-    1036,
     1037,
     1038,
     1039,
     1040,
     1041,
-    1042,
     1043,
-    1045,
-    1048,
-    1051,
     1052,
     1054,
     1055,
     1056,
-    1057,
-    1060,
-    1062,
     1064,
-    1065,
-    1068,
     1070,
-    1071,
     1073,
-    1074,
     1075,
     1076,
     1078,
     1079,
     1080,
-    1082,
     1083,
     1084,
     1086,
     1087,
     1088,
     1089,
     1090,
-    1092,
     1093,
     1094,
-    1095,
     1096,
     1097,
-    1098,
     1099,
     1100,
     1103,
     1104,
     1106,
     1107,
-    1108,
     1109,
     1110,
     1111,
     1114,
-    1116,
     1118,
     1122,
     1123,
-    1124,
-    1125,
     1126,
-    1129,
-    177,
     1130,
-    1131,
-    1132,
     1134,
     1136,
     1138,
     1140,
-    1141,
     1142,
-    1144,
     1145,
     1148,
     1149,
     1151,
-    1152,
     1154,
-    1155,
     1156,
-    50,
-    1157,
     1158,
     1159,
     1160,
     1161,
     1162,
     1165,
-    1166,
-    1167,
     1168,
     1170,
     1171,
-    1172,
     1174,
-    1175,
     1176,
     1177,
     1179,
     1180,
-    1183,
-    1184,
     1185,
     1186,
     1188,
-    1189,
     1190,
     1192,
     1194,
     1195,
     1199,
     1201,
-    1202,
-    1204,
-    1205,
     1206,
     1208,
-    1211,
     1216,
-    1217,
     1218,
     1219,
-    1220,
-    1221,
     1223,
-    1224,
-    1226,
-    1229,
     1230,
-    1231,
     1233,
-    1234,
-    900,
-    1235,
-    1236,
     1241,
-    1242,
     1243,
     1244,
-    1245,
-    1248,
     1249,
     1250,
     1251,
-    1252,
     1254,
     1255,
     1256,
     1257,
-    1259,
-    1260,
     1262,
     1264,
-    1266,
     1267,
     1268,
     1269,
-    1270,
     1271,
     1272,
-    1273,
     1274,
     1276,
     1278,
     1280,
     1281,
     1283,
@@ -784,107 +779,107 @@
     1285,
     1286,
     1288,
     1291,
-    1293,
     1294,
-    1295,
     1297,
     1298,
     1300,
-    1301,
-    1303,
-    1307,
-    1309,
-    1077,
     1310,
-    1311,
     1312,
-    1314,
-    1315,
     1316,
-    1317,
     1318,
-    1319,
-    462,
     1320,
     1322,
     1323,
     1324,
-    1326,
     1327,
     1328,
     1330,
     1331,
-    1334,
     1336,
-    1338,
     1340,
     1342,
     1345,
     1347,
     1348,
     1349,
     1352,
-    1353,
     1354,
-    1355,
     1356,
-    1358,
     1359,
     1360,
-    1361,
     1362,
     1363,
-    1364,
     1365,
-    1366,
     1367,
     1371,
     1372,
     1374,
     1375,
     1376,
-    1377,
-    1378,
     1379,
     1382,
     1384,
     1385,
     1387,
     1388,
     1390,
     1392,
     1393,
-    1394,
     1395,
-    1397,
-    1398,
     1401,
-    1402,
     1403,
     1404,
-    1240,
     1406,
-    1408,
-    1410,
     1411,
-    1412,
-    1415,
     1416,
-    1417,
     1418,
     1419,
     1420,
-    1421,
     1423,
     1424,
     1425,
-    274,
     1426,
     1428,
     1430,
-    1431,
-    1432,
     1433,
     1434,
     1435,
@@ -892,14 +887,15 @@
     1437,
     1438,
     1439,
-    1440,
     1441,
     1442,
     1444,
     1446,
     1447,
     1448,
     1449,
     1451,
     1452,
     1453,
@@ -907,19 +903,18 @@
     1455,
     1456,
     1457,
-    1458,
     1459,
-    1460,
     1461,
     1462,
-    1464,
     1465,
     1466,
     1467,
     1468,
-    1469,
     1470,
     1472,
     1474,
     1475,
     1476,
@@ -927,336 +922,339 @@
     1478,
     1479,
     1480,
-    797,
     1481,
     1482,
-    1483,
     1484,
-    1485,
     1486,
     1488,
     1489,
     1490,
     1492,
     1493,
     1496,
     1497,
     1498,
     1499,
     1500,
     1502,
-    1504,
     1505,
     1506,
-    1507,
     1508,
     1509,
-    1137,
     1510,
     1511,
-    1512,
     1514,
-    1515,
     1516,
     1517,
     1518,
     1519,
     1522,
     1523,
     1526,
     1530,
     1531,
     1532,
-    1534,
-    1535,
     1536,
     1537,
     1538,
-    1539,
     1541,
-    1543,
-    1544,
     1546,
     1547,
     1548,
     1549,
     1550,
     1552,
     1553,
     1554,
     1556,
     1557,
-    1558,
     1559,
-    1562,
     1563,
     1564,
     1566,
     1567,
-    1568,
     1570,
     1572,
     1573,
     1575,
-    1577,
     1579,
     1582,
-    1585,
     1586,
-    1587,
-    1590,
     1591,
-    1592,
     1593,
     1596,
-    1598,
     1599,
     1600,
     1601,
-    1602,
     1603,
     1604,
-    1606,
     1607,
     1608,
-    1610,
     1611,
-    1612,
     1616,
     1617,
     1618,
     1619,
     1621,
-    1622,
     1623,
     1625,
-    1626,
     1627,
     1629,
-    1630,
-    1631,
     1633,
     1635,
     1637,
     1640,
     1641,
     1642,
-    1494,
     1643,
     1644,
     1646,
-    1647,
     1648,
-    1649,
     1650,
     1651,
-    1652,
-    1653,
     1654,
     1656,
     1658,
     1660,
     1661,
-    1663,
     1664,
     1665,
     1666,
     1668,
     1670,
-    1671,
-    1673,
     1674,
-    1675,
     1676,
-    1677,
     1678,
-    1662,
     1679,
     1680,
     1681,
     1682,
-    1683,
     1684,
-    1685,
-    1688,
     1689,
     1690,
     1692,
     1694,
     1696,
     1697,
     1698,
     1699,
-    1700,
-    1701,
     1702,
     1703,
-    1705,
     1706,
-    1707,
     1710,
     1711,
     1712,
     1713,
     1715,
-    1717,
     1719,
     1720,
     1721,
     1722,
     1723,
-    1724,
-    1727,
-    1728,
     1729,
-    1732,
-    1734,
     1736,
     1738,
     1739,
     1742,
     1743,
-    1745,
     1746,
     1747,
-    1748,
-    1749,
     1750,
-    1751,
     1752,
     1754,
-    1755,
     1756,
     1757,
-    1758,
-    1759,
     1761,
-    1762,
     1763,
     1765,
     1766,
     1769,
     1775,
     1778,
     1781,
     1783,
     1784,
     1786,
-    1787,
-    1788,
-    1789,
-    1791,
     1792,
-    1793,
     1795,
-    1796,
-    1797,
     1798,
-    1799,
     1800,
     1801,
-    1802,
     1804,
-    1805,
     1806,
     1807,
     1808,
-    1809,
     1810,
     1811,
-    1812,
     1813,
     1814,
     1816,
     1817,
     1818,
     1819,
-    1820,
     1822,
     1823,
     1824,
     1825,
     1827,
     1828,
-    1829,
     1830,
-    932,
     1832,
     1834,
     1835,
     1837,
-    1838,
     1839,
     1840,
-    1843,
     1845,
     1846,
-    1847,
     1848,
     1849,
     1850,
-    1851,
     1853,
-    1854,
-    1856,
-    1857,
     1860,
     1862,
     1863,
     1864,
     1867,
     1868,
     1869,
-    1870,
     1871,
-    1873,
     1874,
     1875,
-    1876,
-    1877,
     1878,
-    1879,
     1880,
     1881,
     1883,
     1884,
-    1885,
     1887,
     1888,
     1890,
     1891,
-    1892,
     1893,
     1894,
     1896,
     1898,
     1899,
     1901,
-    1902,
     1903,
     1904,
     1905,
     1907,
     1909,
     1910,
     1911,
-    1912,
     1913,
-    1914,
     1915,
-    1917,
     1918,
     1919,
     1921,
     1922,
-    1923,
     1924,
     1925,
     1926,
     1928,
-    1930,
     1931,
-    1933,
     1935,
     1936,
     1938,
@@ -1265,33 +1263,53 @@
     1942,
     1943,
     1945,
     1948,
-    1565,
     1949,
-    1950,
     1951,
     1952,
     1953,
     1954,
-    1955,
     1956,
-    1957,
     1958,
     1959,
     1960,
     1961,
     1962,
     1963,
-    1964,
     1965,
-    1966,
     1967,
     1968,
-    1969,
     1972,
-    1973,
     1974,
-    154,
-    1976
   ]
 }

     113,
     115,
     117,
     119,
     121,
+    123,
+    125,
     126,
     128,
     130,
+    131,
     133,
+    134,
     135,
+    137,
+    139,
     140,
+    141,
+    143,
     145,
+    148,
+    150,
+    152,
+    154,
     155,
+    156,
+    158,
+    160,
     161,
     163,
     166,
+    168,
     170,
     171,
     173,
+    174,
     175,
+    176,
     178,
     180,
     182,
     184,
     186,
     190,
+    191,
     192,
+    194,
     197,
+    198,
     200,
+    202,
+    204,
+    205,
     207,
     208,
+    209,
+    211,
     215,
     216,
     218,
     220,
+    223,
     224,
+    225,
     227,
+    229,
+    232,
+    235,
     239,
     242,
     244,
     245,
+    246,
+    248,
     250,
+    251,
     252,
+    253,
+    256,
     257,
     260,
+    262,
     264,
+    265,
     266,
+    268,
     271,
     272,
     273,
     275,
     278,
+    279,
     281,
     282,
     283,
+    286,
     288,
+    289,
     290,
     291,
     293,
+    294,
+    295,
     296,
     297,
     299,
+    300,
     303,
     304,
     307,
     308,
+    310,
+    312,
+    313,
     314,
+    315,
     317,
+    318,
     319,
     320,
     321,
     323,
+    325,
     326,
+    327,
     329,
+    330,
+    333,
+    338,
     339,
+    343,
     345,
+    346,
+    348,
+    349,
+    350,
     352,
     354,
     359,
+    361,
     362,
     363,
     365,
     367,
     370,
+    371,
+    374,
     377,
     379,
+    382,
     383,
     384,
     385,
+    387,
     388,
+    390,
     391,
+    392,
     393,
     395,
     396,
+    398,
     400,
+    401,
     402,
+    403,
     404,
+    407,
     409,
     411,
     412,
+    413,
+    417,
     418,
+    419,
     422,
+    425,
     427,
+    428,
+    429,
     430,
     431,
+    434,
     437,
+    438,
     439,
     440,
     442,
     443,
     444,
     445,
+    446,
     449,
+    450,
     452,
     453,
+    454,
     457,
     458,
+    459,
+    464,
     466,
     468,
     471,
     477,
     478,
     479,
+    480,
     482,
     483,
     484,
     486,
     489,
     490,
+    493,
+    494,
     495,
+    498,
     501,
+    503,
     504,
+    505,
+    506,
     507,
+    508,
     510,
     511,
     512,
     514,
     515,
     516,
+    518,
     519,
     521,
+    522,
+    525,
     526,
     527,
+    528,
     530,
+    531,
     533,
+    536,
+    538,
+    541,
     543,
+    544,
     546,
+    548,
+    554,
+    557,
+    558,
     560,
+    563,
     564,
+    567,
     571,
     574,
+    577,
     580,
+    583,
+    585,
     587,
+    588,
     590,
     592,
+    593,
     594,
     595,
     596,
     597,
     599,
     600,
+    601,
     602,
+    606,
     607,
     608,
+    611,
+    613,
+    615,
     616,
     617,
+    618,
     620,
     621,
+    622,
     624,
     625,
     626,
     627,
+    628,
     630,
     631,
+    632,
     633,
     634,
+    635,
+    636,
     638,
+    639,
     640,
+    643,
     644,
     645,
+    646,
     647,
+    651,
     652,
     654,
+    655,
     656,
     657,
     659,
     660,
     661,
     667,
     671,
     672,
+    673,
     678,
     679,
+    680,
+    683,
     685,
+    686,
+    688,
+    690,
     692,
+    693,
     695,
     696,
     697,
     698,
+    699,
     701,
     702,
     704,
+    705,
     706,
     709,
     710,
     711,
+    713,
     714,
+    545,
+    715,
+    716,
     721,
     722,
+    723,
+    725,
+    729,
+    730,
     731,
     732,
     733,
     734,
     735,
+    736,
     737,
+    740,
     741,
     742,
     743,
     745,
     746,
     747,
     749,
+    752,
     753,
     754,
+    755,
     758,
+    760,
     761,
+    762,
+    763,
+    765,
     768,
     770,
     772,
+    773,
+    774,
     775,
     777,
     780,
     782,
+    783,
     784,
+    785,
+    786,
+    788,
+    791,
+    793,
     796,
     799,
     800,
+    802,
     804,
     808,
+    809,
+    811,
     812,
+    814,
     816,
     820,
+    824,
     827,
+    830,
     832,
     837,
+    838,
     841,
     842,
     844,
     846,
+    847,
     852,
     853,
     854,
     858,
     859,
     860,
+    862,
     863,
+    866,
+    869,
     870,
     871,
     873,
+    874,
+    877,
     879,
     880,
     881,
+    882,
     883,
     885,
+    886,
+    887,
     891,
     892,
     893,
     894,
+    895,
+    896,
+    897,
+    898,
     899,
     904,
     906,
+    907,
     910,
     912,
+    915,
     916,
     917,
+    919,
+    921,
     922,
     923,
     924,
+    926,
     927,
     928,
     930,
+    932,
+    934,
     935,
+    936,
     937,
+    940,
+    941,
     942,
     943,
+    944,
     945,
     946,
+    779,
     947,
     948,
     951,
     953,
     954,
     955,
     958,
     959,
     960,
+    961,
     962,
+    963,
     965,
     966,
     967,
+    970,
+    971,
     972,
     973,
     974,
+    977,
     978,
     979,
+    981,
+    983,
     984,
     985,
     987,
     989,
+    990,
     992,
+    993,
     994,
+    996,
     998,
+    999,
     1000,
     1002,
     1004,
     1006,
     1007,
     1008,
+    1009,
     1010,
     1012,
     1013,
     1014,
+    1015,
     1017,
     1018,
     1019,
     1020,
+    1021,
+    1022,
+    1025,
     1026,
+    1028,
+    1029,
     1032,
+    1033,
+    1035,
     1037,
     1038,
     1039,
     1040,
     1041,
     1043,
+    1046,
+    1049,
+    1050,
     1052,
+    1053,
     1054,
     1055,
     1056,
+    1059,
+    1061,
+    1063,
     1064,
+    1067,
+    1069,
     1070,
+    1072,
     1073,
     1075,
     1076,
     1078,
     1079,
     1080,
     1083,
     1084,
+    1085,
     1086,
     1087,
     1088,
     1089,
     1090,
+    1091,
     1093,
     1094,
     1096,
     1097,
     1099,
     1100,
+    1101,
+    1102,
     1103,
     1104,
+    1105,
     1106,
     1107,
     1109,
     1110,
     1111,
+    1112,
+    1113,
     1114,
+    1117,
     1118,
+    1120,
+    1121,
     1122,
     1123,
     1126,
+    1128,
     1130,
     1134,
+    1135,
     1136,
+    1137,
     1138,
+    1139,
     1140,
+    523,
     1142,
     1145,
+    196,
+    1146,
+    1147,
     1148,
     1149,
     1151,
+    1153,
     1154,
     1156,
     1158,
     1159,
     1160,
     1161,
     1162,
+    1164,
     1165,
     1168,
+    1169,
     1170,
     1171,
+    1173,
     1174,
     1176,
     1177,
+    1178,
+    50,
     1179,
     1180,
+    1181,
+    1182,
     1185,
     1186,
+    1187,
     1188,
     1190,
+    1191,
     1192,
     1194,
     1195,
+    1197,
+    1198,
     1199,
+    1200,
     1201,
+    1203,
     1206,
+    1207,
     1208,
+    1209,
+    1210,
+    1212,
+    1213,
+    1214,
     1216,
     1218,
     1219,
     1223,
+    1225,
+    1227,
+    1228,
     1230,
     1233,
+    1238,
+    1239,
+    1240,
     1241,
     1243,
     1244,
+    1246,
     1249,
     1250,
     1251,
+    1253,
     1254,
+    707,
     1255,
+    905,
     1256,
     1257,
     1262,
+    1263,
     1264,
+    1265,
     1267,
     1268,
     1269,
     1271,
     1272,
     1274,
     1276,
+    1277,
     1278,
+    1279,
     1280,
     1281,
     1283,
     1285,
     1286,
     1288,
+    1289,
     1291,
     1294,
+    1296,
     1297,
     1298,
+    1299,
     1300,
+    1302,
+    1304,
+    1305,
+    1306,
+    1308,
     1310,
     1312,
     1316,
     1318,
+    1074,
     1320,
+    1321,
     1322,
     1323,
     1324,
+    1325,
     1327,
     1328,
+    463,
+    1329,
     1330,
     1331,
+    1332,
+    1333,
+    1335,
     1336,
+    1337,
     1340,
+    1341,
     1342,
+    1343,
     1345,
+    1346,
     1347,
     1348,
     1349,
     1352,
     1354,
     1356,
+    1357,
     1359,
     1360,
     1362,
     1363,
     1365,
     1367,
+    1368,
     1371,
     1372,
+    1373,
     1374,
     1375,
     1376,
     1379,
+    1380,
+    1381,
     1382,
+    1383,
     1384,
     1385,
+    1386,
     1387,
     1388,
+    1389,
     1390,
+    1391,
     1392,
     1393,
     1395,
+    1396,
+    1400,
     1401,
     1403,
     1404,
+    1405,
     1406,
+    1407,
+    1409,
     1411,
+    1413,
+    1414,
     1416,
     1418,
     1419,
     1420,
     1423,
     1424,
+    1261,
     1425,
     1426,
     1428,
+    1429,
     1430,
     1433,
     1434,
     1435,
     1437,
     1438,
     1439,
     1441,
+    267,
     1442,
     1444,
     1446,
     1447,
     1448,
     1449,
+    1450,
     1451,
     1452,
     1453,
     1455,
     1456,
     1457,
     1459,
     1461,
     1462,
+    1463,
     1465,
     1466,
     1467,
     1468,
     1470,
+    1471,
     1472,
+    1473,
     1474,
     1475,
     1476,
     1478,
     1479,
     1480,
     1481,
     1482,
     1484,
     1486,
+    1487,
     1488,
     1489,
     1490,
+    1491,
     1492,
     1493,
+    1494,
+    1495,
+    801,
     1496,
     1497,
     1498,
     1499,
     1500,
     1502,
+    1503,
     1505,
     1506,
     1508,
     1509,
     1510,
     1511,
+    1513,
     1514,
     1516,
     1517,
     1518,
     1519,
+    1520,
+    1521,
+    1155,
     1522,
     1523,
+    1525,
     1526,
+    1527,
+    1528,
+    1529,
     1530,
     1531,
     1532,
+    1533,
     1536,
     1537,
     1538,
     1541,
+    1545,
     1546,
     1547,
     1548,
     1549,
     1550,
+    1551,
     1552,
     1553,
     1554,
     1556,
     1557,
     1559,
+    1560,
+    1561,
     1563,
     1564,
+    1565,
     1566,
     1567,
+    1569,
     1570,
     1572,
     1573,
+    1574,
     1575,
+    1578,
     1579,
+    1580,
     1582,
+    1583,
+    1584,
     1586,
+    1588,
+    1589,
     1591,
     1593,
     1596,
     1599,
     1600,
     1601,
     1603,
     1604,
     1607,
     1608,
     1611,
+    1613,
+    1614,
     1616,
     1617,
     1618,
     1619,
+    1620,
     1621,
     1623,
+    1624,
     1625,
     1627,
+    1628,
     1629,
     1633,
+    1634,
     1635,
+    1636,
     1637,
+    1639,
     1640,
     1641,
     1642,
     1643,
     1644,
     1646,
     1648,
     1650,
     1651,
     1654,
+    1655,
     1656,
     1658,
+    1659,
     1660,
     1661,
+    1662,
     1664,
     1665,
     1666,
+    1667,
     1668,
+    1669,
     1670,
+    1672,
     1674,
     1676,
     1678,
     1679,
     1680,
     1681,
     1682,
     1684,
+    1686,
+    1687,
     1689,
     1690,
+    1691,
     1692,
+    1693,
+    1677,
     1694,
+    1695,
     1696,
     1697,
     1698,
     1699,
     1702,
     1703,
+    1704,
     1706,
+    1708,
     1710,
     1711,
     1712,
     1713,
+    1714,
     1715,
+    1716,
+    1718,
     1719,
     1720,
     1721,
     1722,
     1723,
+    1725,
+    1726,
     1729,
+    1730,
+    1731,
+    1733,
+    1735,
     1736,
+    1737,
     1738,
     1739,
+    1740,
+    1741,
     1742,
     1743,
     1746,
     1747,
     1750,
     1752,
     1754,
     1756,
     1757,
+    1760,
     1761,
     1763,
+    1764,
     1765,
     1766,
+    1767,
+    1768,
     1769,
+    1770,
+    1771,
+    1773,
+    1774,
     1775,
+    1776,
+    1777,
     1778,
+    1780,
     1781,
+    1782,
     1783,
     1784,
+    1785,
     1786,
     1792,
     1795,
     1798,
     1800,
     1801,
     1804,
     1806,
     1807,
     1808,
     1810,
     1811,
     1813,
     1814,
+    1815,
     1816,
     1817,
     1818,
     1819,
+    1821,
     1822,
     1823,
     1824,
     1825,
+    1826,
     1827,
     1828,
     1830,
+    1831,
     1832,
+    1833,
     1834,
     1835,
+    1836,
     1837,
     1839,
     1840,
+    1841,
+    1842,
+    1844,
     1845,
     1846,
     1848,
     1849,
+    929,
     1850,
+    1852,
     1853,
+    1855,
+    1858,
     1860,
+    1861,
     1862,
     1863,
     1864,
+    1865,
     1867,
     1868,
     1869,
     1871,
+    1872,
     1874,
     1875,
     1878,
     1880,
     1881,
+    1882,
     1883,
     1884,
     1887,
     1888,
+    1889,
     1890,
     1891,
     1893,
     1894,
+    1895,
     1896,
+    1897,
     1898,
     1899,
     1901,
     1903,
     1904,
     1905,
+    1906,
     1907,
     1909,
     1910,
     1911,
     1913,
     1915,
+    1916,
     1918,
     1919,
+    1920,
     1921,
     1922,
     1924,
     1925,
     1926,
+    1927,
     1928,
     1931,
+    1932,
+    1934,
     1935,
     1936,
     1938,
     1942,
     1943,
     1945,
+    1946,
+    1947,
     1948,
     1949,
     1951,
     1952,
     1953,
     1954,
     1956,
     1958,
     1959,
     1960,
     1961,
     1962,
     1963,
     1965,
     1967,
     1968,
+    1970,
     1972,
     1974,
+    1977,
+    1978,
+    1980,
+    1581,
+    1981,
+    1982,
+    1983,
+    1984,
+    1986,
+    1987,
+    1988,
+    1989,
+    1990,
+    1991,
+    1992,
+    1993,
+    1994,
+    1995,
+    1996,
+    1997,
+    1998,
+    1999,
+    2002,
+    2003,
+    2004,
+    2005,
+    2006
   ]
 }

lemmatizer/model CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9635c87e56e769c00e07ac0ec8518e913ba6a21fc4b9bbd06b49c89132289692
-size 3977921

 version https://git-lfs.github.com/spec/v1
+oid sha256:04d0f793829d450f4e8924baa767e4c54a255d69ecf277016757897c2f569bb9
+size 4033373

lemmatizer/trees CHANGED Viewed

Binary files a/lemmatizer/trees and b/lemmatizer/trees differ

meta.json CHANGED Viewed

@@ -1,14 +1,14 @@
 {
   "lang":"de",
   "name":"dep_news_trf",
-  "version":"3.6.1",
-  "description":"German transformer pipeline (bert-base-german-cased). Components: transformer, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer).",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"MIT",
-  "spacy_version":">=3.6.0,<3.7.0",
-  "spacy_git_version":"c067b5264",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -819,67 +819,67 @@
     "token_p":0.9991808044,
     "token_r":0.9990356034,
     "token_f":0.9991081986,
-    "tag_acc":0.9905775076,
-    "pos_acc":0.9914628183,
-    "morph_acc":0.9700866279,
-    "morph_micro_p":0.9886266605,
-    "morph_micro_r":0.9884199706,
-    "morph_micro_f":0.9885233048,
     "morph_per_feat":{
       "Case":{
-        "p":0.9763482571,
-        "r":0.9779552629,
-        "f":0.9771510993
       },
       "Definite":{
-        "p":0.9996579637,
-        "r":1.0,
-        "f":0.9998289526
       },
       "Gender":{
-        "p":0.9848792598,
-        "r":0.9853240009,
-        "f":0.9851015801
       },
       "Number":{
-        "p":0.9918825162,
-        "r":0.9934908501,
-        "f":0.9926860317
       },
       "PronType":{
-        "p":0.9982142857,
         "r":0.9971620855,
-        "f":0.9976879082
       },
       "Degree":{
-        "p":0.9956001408,
-        "r":0.9874323617,
-        "f":0.9914994304
       },
       "VerbForm":{
-        "p":0.9950717806,
-        "r":0.9973155804,
-        "f":0.996192417
       },
       "Mood":{
-        "p":0.9897197811,
-        "r":0.9897197811,
-        "f":0.9897197811
       },
       "Person":{
-        "p":0.9991712707,
-        "r":0.9991712707,
-        "f":0.9991712707
       },
       "Tense":{
-        "p":0.9973382133,
-        "r":0.9973382133,
-        "f":0.9973382133
       },
       "Reflex":{
-        "p":0.9976359338,
-        "r":1.0,
-        "f":0.998816568
       },
       "Poss":{
         "p":1.0,
@@ -887,66 +887,66 @@
         "f":1.0
       },
       "Foreign":{
-        "p":0.7647058824,
-        "r":0.1959798995,
-        "f":0.312
       }
     },
-    "sents_p":0.9779699403,
-    "sents_r":0.9816077702,
-    "sents_f":0.9797854785,
-    "dep_uas":0.9592566441,
-    "dep_las":0.9484326996,
     "dep_las_per_type":{
       "cp":{
-        "p":0.9908256881,
-        "r":0.987202925,
-        "f":0.989010989
       },
       "nk":{
-        "p":0.9891317621,
-        "r":0.9895748493,
-        "f":0.9893532561
       },
       "sb":{
-        "p":0.9767034507,
-        "r":0.9780740221,
-        "f":0.9773882559
       },
       "ag":{
-        "p":0.9764125069,
-        "r":0.9839690437,
-        "f":0.9801762115
       },
       "mnr":{
-        "p":0.8712352684,
-        "r":0.8390079865,
-        "f":0.8548179872
       },
       "mo":{
-        "p":0.86918429,
-        "r":0.8730528019,
-        "f":0.8711142511
       },
       "oc":{
-        "p":0.9640071986,
-        "r":0.9674894642,
-        "f":0.9657451923
       },
       "root":{
-        "p":0.9857936998,
-        "r":0.9894606324,
-        "f":0.9876237624
       },
       "rc":{
-        "p":0.8392857143,
-        "r":0.8430493274,
-        "f":0.841163311
       },
       "op":{
-        "p":0.8259629101,
-        "r":0.8628912072,
-        "f":0.8440233236
       },
       "pm":{
         "p":1.0,
@@ -954,84 +954,89 @@
         "f":1.0
       },
       "nmc":{
-        "p":0.9888178914,
-        "r":0.9778830964,
-        "f":0.9833200953
       },
       "oa":{
-        "p":0.9628411707,
         "r":0.9656992084,
-        "f":0.9642680718
       },
       "pd":{
-        "p":0.9203125,
-        "r":0.8661764706,
-        "f":0.8924242424
       },
       "ep":{
-        "p":0.9453125,
-        "r":0.9097744361,
-        "f":0.9272030651
       },
       "cd":{
-        "p":0.9356499356,
-        "r":0.9392764858,
-        "f":0.9374597034
       },
       "cj":{
-        "p":0.9112627986,
         "r":0.9215976331,
-        "f":0.9164010787
       },
       "par":{
-        "p":0.5279503106,
-        "r":0.4166666667,
-        "f":0.4657534247
       },
       "svp":{
-        "p":0.9766990291,
-        "r":0.9673076923,
-        "f":0.9719806763
       },
       "pg":{
-        "p":0.9220779221,
-        "r":0.9044585987,
-        "f":0.9131832797
       },
       "da":{
-        "p":0.9153439153,
-        "r":0.8804071247,
-        "f":0.897535668
       },
       "app":{
-        "p":0.81,
-        "r":0.8181818182,
-        "f":0.8140703518
       },
       "ac":{
-        "p":0.9565217391,
-        "r":0.9401709402,
-        "f":0.9482758621
       },
       "pnc":{
-        "p":0.9025710419,
-        "r":0.8662337662,
-        "f":0.8840291584
       },
       "ju":{
-        "p":0.93,
-        "r":0.9393939394,
-        "f":0.9346733668
       },
       "ng":{
-        "p":0.8839050132,
-        "r":0.8909574468,
-        "f":0.8874172185
       },
       "re":{
-        "p":0.8224852071,
-        "r":0.8273809524,
-        "f":0.824925816
       },
       "dep":{
         "p":0.0,
@@ -1039,44 +1044,39 @@
         "f":0.0
       },
       "cm":{
-        "p":0.9661835749,
-        "r":0.9615384615,
-        "f":0.9638554217
       },
       "cc":{
-        "p":0.7759562842,
-        "r":0.7135678392,
-        "f":0.7434554974
       },
       "sbp":{
-        "p":0.9734513274,
-        "r":0.9482758621,
-        "f":0.96069869
       },
       "uc":{
-        "p":0.7619047619,
-        "r":0.5333333333,
-        "f":0.6274509804
       },
       "cvc":{
-        "p":0.8157894737,
         "r":0.7848101266,
-        "f":0.8
       },
       "ams":{
-        "p":0.75,
-        "r":0.8823529412,
-        "f":0.8108108108
-      },
-      "rs":{
-        "p":0.7777777778,
-        "r":0.4516129032,
-        "f":0.5714285714
       },
       "ph":{
-        "p":0.8333333333,
-        "r":0.7142857143,
-        "f":0.7692307692
       },
       "dm":{
         "p":1.0,
@@ -1094,23 +1094,18 @@
         "f":0.0
       },
       "og":{
-        "p":0.4166666667,
         "r":0.7142857143,
-        "f":0.5263157895
-      },
-      "avc":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
       },
       "adc":{
-        "p":0.75,
         "r":1.0,
-        "f":0.8571428571
       }
     },
-    "lemma_acc":0.9872611465,
-    "speed":2933.9454548672
   },
   "sources":[
     {
@@ -1133,6 +1128,6 @@
     }
   ],
   "requirements":[
-    "spacy-transformers>=1.2.2,<1.3.0"
   ]
 }

 {
   "lang":"de",
   "name":"dep_news_trf",
+  "version":"3.7.2",
+  "description":"German transformer pipeline (Transformer(name='bert-base-german-cased', piece_encoder='bert-wordpiece', stride=136, type='bert', width=768, window=176, vocab_size=30000)). Components: transformer, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer).",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"MIT",
+  "spacy_version":">=3.7.0,<3.8.0",
+  "spacy_git_version":"6b4f77441",
   "vectors":{
     "width":0,
     "vectors":0,
     "token_p":0.9991808044,
     "token_r":0.9990356034,
     "token_f":0.9991081986,
+    "tag_acc":0.9907095376,
+    "pos_acc":0.9917734358,
+    "morph_acc":0.9700601968,
+    "morph_micro_p":0.9885202304,
+    "morph_micro_r":0.9886522681,
+    "morph_micro_f":0.9885862448,
     "morph_per_feat":{
       "Case":{
+        "p":0.9765625,
+        "r":0.9781171582,
+        "f":0.9773392108
       },
       "Definite":{
+        "p":0.9997719238,
+        "r":0.9998859489,
+        "f":0.9998289331
       },
       "Gender":{
+        "p":0.9843639949,
+        "r":0.986114247,
+        "f":0.9852383436
       },
       "Number":{
+        "p":0.9916774552,
+        "r":0.9936529998,
+        "f":0.9926642446
       },
       "PronType":{
+        "p":0.9983763598,
         "r":0.9971620855,
+        "f":0.9977688532
       },
       "Degree":{
+        "p":0.9952523299,
+        "r":0.9879560133,
+        "f":0.9915907498
       },
       "VerbForm":{
+        "p":0.9949646454,
+        "r":0.9972082036,
+        "f":0.9960851612
       },
       "Mood":{
+        "p":0.9903862092,
+        "r":0.990714641,
+        "f":0.9905503979
       },
       "Person":{
+        "p":0.998619166,
+        "r":0.9988950276,
+        "f":0.9987570778
       },
       "Tense":{
+        "p":0.9966744263,
+        "r":0.9971718516,
+        "f":0.9969230769
       },
       "Reflex":{
+        "p":0.9976303318,
+        "r":0.9976303318,
+        "f":0.9976303318
       },
       "Poss":{
         "p":1.0,
         "f":1.0
       },
       "Foreign":{
+        "p":0.8333333333,
+        "r":0.175879397,
+        "f":0.2904564315
       }
     },
+    "sents_p":0.9775396662,
+    "sents_r":0.9803678446,
+    "sents_f":0.9789517128,
+    "dep_uas":0.958309546,
+    "dep_las":0.9473953052,
     "dep_las_per_type":{
       "cp":{
+        "p":0.9853479853,
+        "r":0.9835466179,
+        "f":0.9844464776
       },
       "nk":{
+        "p":0.9890901689,
+        "r":0.9894526796,
+        "f":0.9892713911
       },
       "sb":{
+        "p":0.9754299754,
+        "r":0.9749166813,
+        "f":0.9751732608
       },
       "ag":{
+        "p":0.9763346175,
+        "r":0.9806522941,
+        "f":0.9784886928
       },
       "mnr":{
+        "p":0.8643410853,
+        "r":0.8436317781,
+        "f":0.8538608807
       },
       "mo":{
+        "p":0.8667875857,
+        "r":0.8701193607,
+        "f":0.8684502776
       },
       "oc":{
+        "p":0.9654965497,
+        "r":0.9686935581,
+        "f":0.9670924117
       },
       "root":{
+        "p":0.9857790602,
+        "r":0.988427361,
+        "f":0.9871014343
       },
       "rc":{
+        "p":0.8258928571,
+        "r":0.8295964126,
+        "f":0.8277404922
       },
       "op":{
+        "p":0.8216833096,
+        "r":0.8584202683,
+        "f":0.8396501458
       },
       "pm":{
         "p":1.0,
         "f":1.0
       },
       "nmc":{
+        "p":0.9857369255,
+        "r":0.9826224329,
+        "f":0.9841772152
       },
       "oa":{
+        "p":0.9581151832,
         "r":0.9656992084,
+        "f":0.961892247
       },
       "pd":{
+        "p":0.9106317411,
+        "r":0.8691176471,
+        "f":0.8893905192
       },
       "ep":{
+        "p":0.9323308271,
+        "r":0.9323308271,
+        "f":0.9323308271
       },
       "cd":{
+        "p":0.9385908209,
+        "r":0.9379844961,
+        "f":0.9382875606
       },
       "cj":{
+        "p":0.9175257732,
         "r":0.9215976331,
+        "f":0.9195571956
       },
       "par":{
+        "p":0.5632911392,
+        "r":0.4362745098,
+        "f":0.4917127072
       },
       "svp":{
+        "p":0.9763779528,
+        "r":0.9538461538,
+        "f":0.9649805447
       },
       "pg":{
+        "p":0.9185667752,
+        "r":0.898089172,
+        "f":0.9082125604
       },
       "da":{
+        "p":0.9189189189,
+        "r":0.8651399491,
+        "f":0.8912188729
       },
       "app":{
+        "p":0.8361204013,
+        "r":0.8417508418,
+        "f":0.8389261745
       },
       "ac":{
+        "p":0.9732142857,
+        "r":0.9316239316,
+        "f":0.9519650655
+      },
+      "rs":{
+        "p":0.6842105263,
+        "r":0.4193548387,
+        "f":0.52
       },
       "pnc":{
+        "p":0.8959459459,
+        "r":0.861038961,
+        "f":0.8781456954
       },
       "ju":{
+        "p":0.9215686275,
+        "r":0.9494949495,
+        "f":0.9353233831
       },
       "ng":{
+        "p":0.8759894459,
+        "r":0.8829787234,
+        "f":0.8794701987
       },
       "re":{
+        "p":0.8303030303,
+        "r":0.8154761905,
+        "f":0.8228228228
       },
       "dep":{
         "p":0.0,
         "f":0.0
       },
       "cm":{
+        "p":0.9428571429,
+        "r":0.9519230769,
+        "f":0.9473684211
       },
       "cc":{
+        "p":0.7700534759,
+        "r":0.7236180905,
+        "f":0.7461139896
       },
       "sbp":{
+        "p":0.9380530973,
+        "r":0.9137931034,
+        "f":0.9257641921
       },
       "uc":{
+        "p":0.8666666667,
+        "r":0.4333333333,
+        "f":0.5777777778
       },
       "cvc":{
+        "p":0.8378378378,
         "r":0.7848101266,
+        "f":0.8104575163
       },
       "ams":{
+        "p":0.7625,
+        "r":0.8970588235,
+        "f":0.8243243243
       },
       "ph":{
+        "p":0.8571428571,
+        "r":0.8571428571,
+        "f":0.8571428571
       },
       "dm":{
         "p":1.0,
         "f":0.0
       },
       "og":{
+        "p":0.4545454545,
         "r":0.7142857143,
+        "f":0.5555555556
       },
       "adc":{
+        "p":0.6,
         "r":1.0,
+        "f":0.75
       }
     },
+    "lemma_acc":0.9872479319,
+    "speed":2451.8342899914
   },
   "sources":[
     {
     }
   ],
   "requirements":[
+    "spacy-curated-transformers>=0.2.0,<0.3.0"
   ]
 }

morphologizer/model CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dafaa8f2141aba369eb18c3a6727746f13ecc43c975715c65fa0be05f6d65e82
-size 2061573

 version https://git-lfs.github.com/spec/v1
+oid sha256:42b7605d03ad031bc76ccd2ee122e163ac921f99128bf8cfd65ec15d367d57fc
+size 2061657

parser/model CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8eec7f88b6a5e5244ba4ea9f103c1e7ca70c45bbb6406e5d0b12d9d2c4c06dfe
-size 768761

 version https://git-lfs.github.com/spec/v1
+oid sha256:2cc78ddff0819cad730c1f9459a225e1f4b7a6b5ac154d4931ee505559930441
+size 768845

tagger/model CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:cbbb191c59d892fc8135e553b55f152dd944d3f8d57f678b05e8f2a4d018063b
-size 166746

 version https://git-lfs.github.com/spec/v1
+oid sha256:4f005994f1730473bcfff0d156af0f34e0ded9f05a458e30fd536bb277e63b3b
+size 166830

transformer/cfg CHANGED Viewed

@@ -1,3 +1,3 @@
 {
-  "max_batch_items":4096
 }


1	{
2	+
3	}

transformer/model CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ef8c2744ef38035601218e95c13856630fccd542cd509f3bf474ed63e28dc44f
-size 437388252

 version https://git-lfs.github.com/spec/v1
+oid sha256:c5fda10bea0dc2a2d913d77b6ed66002cd1c2b433093d6cf5a1a5589c5054ac3
+size 434276235

vocab/strings.json CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a6a2bd3d2d62b594c5a1859c8a4a86a3cc82b314b27c93e5859aad8503a45455
-size 3040776

 version https://git-lfs.github.com/spec/v1
+oid sha256:c5ecec2dc56d0e6ad02d9535368dd71aceb6299417b90e6ea6621145c3da8166
+size 3041501